KwickClips Artificial Intelligence · 40 sec · free
Can a computer find groups without labels?
Short answer. Yes, by clustering.
What type of learning is clustering?
Unsupervised.
Clustering
| Point | Clustering |
|---|---|
| Labels given? | no |
| Learning | unsupervised |
| Groups | from data |
Remember
| Similar items, same cluster |
| No labels needed |
No one labelled the data. Can a computer still find groups? Yes, by clustering. No labels are given. It is unsupervised learning. It finds groups from the data. Similar items share a cluster. No labels are needed.
This clip is from the full lesson: Clustering and the k-Means Algorithm — 7 minutes, with the tables, the quick answers and the whole lesson in text.
Useful for: CBSE Class 11 Artificial Intelligence (843)
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